Classification methods based on κ-logistic models

Mauro Maria Baldi

doi:10.1016/j.matcom.2025.07.001

Classification methods based on κ-logistic models

2025-07-15

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DOI：10.1016/j.matcom.2025.07.001

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Abstract

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• The κ-exponential function is a generalization of the exponential function. • κ-statistical theory finds applications in a significant number of fields. • κ-logistic classifiers can exhibit better performance than logistic classifiers. • Classical logistic regression is obtained when κ tends to zero.

Keywords:

κ-exponential

κ-statistical theory

κ-logistic classifier

logistic regression

generalization

Classification methods based on κ-logistic models

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